Hypothesis testing with active information

11/09/2020

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by   Daniel Andrés Díaz-Pachón, et al.

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We develop hypothesis testing for active information -the averaged quantity in the Kullback-Liebler divergence. To our knowledge, this is the first paper to derive exact probabilities of type-I errors for hypothesis testing in the area.